Matches in SemOpenAlex for { <https://semopenalex.org/work/W4380536467> ?p ?o ?g. }
Showing items 1 to 79 of
79
with 100 items per page.
- W4380536467 abstract "The minimization problem of the sum of a large set of convex functions arises in various applications. Methods such as incremental gradient, stochastic gradient, and aggregated gradient are popular choices for solving those problems as they do not require a full gradient evaluation at every iteration. In this paper, we analyze a generalization of the stochastic aggregated gradient method via an alternative technique based on the convergence of iterative linear systems. The technique provides a short proof for the $O(kappa^{-1})$ linear convergence rate in the quadratic case. We observe that the technique is rather restrictive for the general case, and can provide weaker results." @default.
- W4380536467 created "2023-06-14" @default.
- W4380536467 creator A5092159726 @default.
- W4380536467 date "2023-01-26" @default.
- W4380536467 modified "2023-09-30" @default.
- W4380536467 title "On the Convergence of Stochastic Aggregated Gradient Method" @default.
- W4380536467 cites W2134130436 @default.
- W4380536467 cites W2797315706 @default.
- W4380536467 cites W2963156201 @default.
- W4380536467 cites W2963433607 @default.
- W4380536467 cites W3104398353 @default.
- W4380536467 cites W4299862354 @default.
- W4380536467 cites W589682677 @default.
- W4380536467 doi "https://doi.org/10.47000/tjmcs.1037384" @default.
- W4380536467 hasPublicationYear "2023" @default.
- W4380536467 type Work @default.
- W4380536467 citedByCount "0" @default.
- W4380536467 crossrefType "journal-article" @default.
- W4380536467 hasAuthorship W4380536467A5092159726 @default.
- W4380536467 hasBestOaLocation W43805364671 @default.
- W4380536467 hasConcept C10494615 @default.
- W4380536467 hasConcept C112680207 @default.
- W4380536467 hasConcept C115680565 @default.
- W4380536467 hasConcept C126255220 @default.
- W4380536467 hasConcept C127162648 @default.
- W4380536467 hasConcept C129844170 @default.
- W4380536467 hasConcept C134306372 @default.
- W4380536467 hasConcept C145446738 @default.
- W4380536467 hasConcept C147764199 @default.
- W4380536467 hasConcept C162324750 @default.
- W4380536467 hasConcept C177148314 @default.
- W4380536467 hasConcept C177264268 @default.
- W4380536467 hasConcept C199360897 @default.
- W4380536467 hasConcept C2524010 @default.
- W4380536467 hasConcept C2777303404 @default.
- W4380536467 hasConcept C28826006 @default.
- W4380536467 hasConcept C31258907 @default.
- W4380536467 hasConcept C33923547 @default.
- W4380536467 hasConcept C41008148 @default.
- W4380536467 hasConcept C50522688 @default.
- W4380536467 hasConcept C57869625 @default.
- W4380536467 hasConceptScore W4380536467C10494615 @default.
- W4380536467 hasConceptScore W4380536467C112680207 @default.
- W4380536467 hasConceptScore W4380536467C115680565 @default.
- W4380536467 hasConceptScore W4380536467C126255220 @default.
- W4380536467 hasConceptScore W4380536467C127162648 @default.
- W4380536467 hasConceptScore W4380536467C129844170 @default.
- W4380536467 hasConceptScore W4380536467C134306372 @default.
- W4380536467 hasConceptScore W4380536467C145446738 @default.
- W4380536467 hasConceptScore W4380536467C147764199 @default.
- W4380536467 hasConceptScore W4380536467C162324750 @default.
- W4380536467 hasConceptScore W4380536467C177148314 @default.
- W4380536467 hasConceptScore W4380536467C177264268 @default.
- W4380536467 hasConceptScore W4380536467C199360897 @default.
- W4380536467 hasConceptScore W4380536467C2524010 @default.
- W4380536467 hasConceptScore W4380536467C2777303404 @default.
- W4380536467 hasConceptScore W4380536467C28826006 @default.
- W4380536467 hasConceptScore W4380536467C31258907 @default.
- W4380536467 hasConceptScore W4380536467C33923547 @default.
- W4380536467 hasConceptScore W4380536467C41008148 @default.
- W4380536467 hasConceptScore W4380536467C50522688 @default.
- W4380536467 hasConceptScore W4380536467C57869625 @default.
- W4380536467 hasLocation W43805364671 @default.
- W4380536467 hasLocation W43805364672 @default.
- W4380536467 hasOpenAccess W4380536467 @default.
- W4380536467 hasPrimaryLocation W43805364671 @default.
- W4380536467 hasRelatedWork W2168914046 @default.
- W4380536467 hasRelatedWork W2349259963 @default.
- W4380536467 hasRelatedWork W2952975724 @default.
- W4380536467 hasRelatedWork W2956019824 @default.
- W4380536467 hasRelatedWork W3007925399 @default.
- W4380536467 hasRelatedWork W3033631021 @default.
- W4380536467 hasRelatedWork W3035012470 @default.
- W4380536467 hasRelatedWork W4225880477 @default.
- W4380536467 hasRelatedWork W4254078441 @default.
- W4380536467 hasRelatedWork W4288301891 @default.
- W4380536467 isParatext "false" @default.
- W4380536467 isRetracted "false" @default.
- W4380536467 workType "article" @default.